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Natural Language Processing and Machine Learning Classification Model for Injury Mechanism in Trauma.

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Bibliographic Details
Title: Natural Language Processing and Machine Learning Classification Model for Injury Mechanism in Trauma.
Authors: Chan WP; Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts; Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts., Smith SM; Department of Surgery, Boston Medical Center, Boston, Massachusetts., Scantling DR; Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts; Department of Surgery, Boston Medical Center, Boston, Massachusetts., Torres CM; Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts; Department of Surgery, Boston Medical Center, Boston, Massachusetts., Janeway MG; Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts; Department of Surgery, Boston Medical Center, Boston, Massachusetts., Tripodis Y; Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts., Nudel JE; Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts; Department of Surgery, Boston Medical Center, Boston, Massachusetts., Sanchez SE; Boston University Chobanian & Avedisian School of Medicine, Boston, Massachusetts; Department of Surgery, Boston Medical Center, Boston, Massachusetts. Electronic address: sabrina.sanchez@bmc.org.
Source: The Journal of surgical research [J Surg Res] 2026 Apr; Vol. 320, pp. 70-76. Date of Electronic Publication: 2026 Mar 04.
Publication Type: Journal Article
Journal Info: Publisher: Academic Press Country of Publication: United States NLM ID: 0376340 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1095-8673 (Electronic) Linking ISSN: 00224804 NLM ISO Abbreviation: J Surg Res Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1095-8673
DOI:10.1016/j.jss.2026.01.032